I. Introduction
In recent years, electric motor drivers are gradually developing towards miniaturization and high frequency along with the development of electric motors [1] Optimizing inductive components helps achieve objectives, such as increased efficiency, cost savings, and miniaturization of switched-mode power supplies [2]. In a high-frequency working environment, the core loss inside the inductor will increase nonlinearly. Therefore, accurate prediction of highfrequency core losses inside inductors helps in the design and optimization of electric motor drives [3]. However, such predictions remain a challenge as core losses depend on various factors, e.g., magnetic core material, size, magnetic flux density, frequency, and excitation type.